2023
Mapping the gene space at single-cell resolution with gene signal pattern analysis
Venkat A, Damo M, Joshi N, Krishnaswamy S. Mapping the gene space at single-cell resolution with gene signal pattern analysis. The Journal Of Immunology 2023, 210: 251.03-251.03. DOI: 10.4049/jimmunol.210.supp.251.03.Peer-Reviewed Original ResearchGene-gene relationshipsGene spaceSingle-cell RNA sequencing analysisGene signalsSingle-cell resolutionRNA sequencing analysisMelanoma patient samplesScRNA-seq analysisTranscriptional programsCellular heterogeneityGene representationSequencing analysisCell typesSingle cellsPattern analysisCell subtypesCell subpopulationsMultiscale viewEffector functionsCellsMouse modelComputational methodsGenesCell spacePatient samples
2014
Conditional density-based analysis of T cell signaling in single-cell data
Krishnaswamy S, Spitzer MH, Mingueneau M, Bendall SC, Litvin O, Stone E, Pe'er D, Nolan GP. Conditional density-based analysis of T cell signaling in single-cell data. Science 2014, 346: 1250689. PMID: 25342659, PMCID: PMC4334155, DOI: 10.1126/science.1250689.Peer-Reviewed Original ResearchConceptsSingle-cell dataMitogen-activated protein kinase ERK2High-dimensional single-cell technologiesProtein kinase ERK2Single-cell technologiesNaïve cellsKinase ERK2Protein speciesCellular circuitsCell variationMolecular circuitsProteinMass cytometryAbundanceCellsCell subtypesComputational approachERK2Computational methodsSpeciesPERKCascadeFunctionT cellsPS6